Anderson co-produced the soundtrack with longtime music supervisor Randall Poster. It features original music by composer Alexandre Desplat (who worked with Anderson on Moonrise Kingdom and Fantastic Mr. Fox) as well as Russian folk songs and performances by the Osipov State Russian Folk Orchestra.

Pitchfork Advance showcases an interactive listening environment featuring pre-release albums streams with dynamic graphics and a host of tools that allows fans to engage with album art, lyrics, credits, track listings, artist info, and more while they listen.